Predicting Bike-Sharing Patterns: In this project, you'll build and train your own Neural Network from scratch to predict the number of bikeshare users on a given day. Good luck!
Dog-Breed Classifier: In this project, you will learn how to build a pipeline to process real-world, user-supplied images. Given an image of a dog, your algorithm will identify an estimate of the canine’s breed.
Generate TV Scripts: Generate a TV script by defining and training a recurrent neural network.
Generate Faces: Define two adversarial networks, a generator and discriminator, and train them until you can generate realistic faces.
Deploying a Sentiment Analysis Model: In this project, you will build and deploy a neural network which predicts the sentiment of a user-provided movie review. In addition, you will create a simple web app that uses your deployed model. Note: to avoid to be charged by AWS, the instance are removed from the server.